He had woken up early, unable to sleep. The pre-dawn light cast long shadows across his bedroom floor. He'd spent the morning cleaning the apartment, a frantic attempt to create order in the face of his internal chaos. He had polished the wooden floors until they shone, arranging books on his shelves, anything to feel like he had control.

He glanced at the unopened letter on the table. It was a tangible threat, a harbinger of potential disappointment. He felt a sudden, overwhelming sense of futility. He took a deep breath, trying to summon some semblance of calm. He walked back to his bed and sat on the edge, the mattress sagging under his weight.

He reached for the letter.

Emotion: nervous

Cluster: Fear / Anxiety
PC1 (Valence): -1.08 Negative
PC2 (Disposition): -0.47

Role in Research

This story is one of 1,000 stories generated for the emotion nervous. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 nervous stories, after denoising with neutral dialogue baselines, produces the nervous emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the nervous vector is projected through the unembedding matrix.

Promoted:
worse0.229
trem0.203
😰0.203
😨0.201
ç·Šå¼µ0.200
Suppressed:
la-0.397
que-0.260
a-0.242
B-0.217
H-0.210